{"id":9097,"date":"2024-08-29T14:42:37","date_gmt":"2024-08-29T05:42:37","guid":{"rendered":"https:\/\/bcgblog.kr\/?p=9097"},"modified":"2024-08-30T00:36:32","modified_gmt":"2024-08-29T15:36:32","slug":"long-term-forecast-for-quantum-computing-still-looks-bright","status":"publish","type":"post","link":"https:\/\/bcgblog.kr\/long-term-forecast-for-quantum-computing-still-looks-bright\/","title":{"rendered":"\uc5ec\uc804\ud788 \ubc1d\uc740 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \uc7a5\uae30 \uc804\ub9dd"},"content":{"rendered":"
<\/p>\n
2021\ub144 BCG\uc758 \uc591\uc790 \ucef4\ud4e8\ud305 \uc2dc\uc7a5\uc5d0 \ub300\ud55c \uc804\ub9dd<\/a> \ubc1c\uac04 \ud6c4, \ucef4\ud4e8\ud305 \uc2dc\uc7a5\uc5d0 \ub9ce\uc740 \ubcc0\ud654\uc640 \ubc1c\uc804\uc774 \uc788\uc5c8\ub2e4. \uc0c8\ub85c\uc6b4 \uae30\uc220\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc804\ud1b5\uc801\uc778 \ucef4\ud4e8\ud305\uc758 \ub300\uc548\uc774 \uc608\uc0c1\uce58 \ubabb\ud55c \ubc29\uc2dd\uc73c\ub85c \uc9c4\ubcf4\ud558\uc5ec, \uc804\uccb4 \uc2dc\uc7a5\uae4c\uc9c4 \uc544\ub2c8\uc5b4\ub3c4 \uadf8 \ubc1c\uc804\uc758 \uada4\uc801\uc774 \ub2ec\ub77c\uc84c\uae30 \ub54c\ubb38\uc774\ub2e4. \uc591\uc790 \ucef4\ud4e8\ud305\uc5d0 \ub300\ud55c \uc0c8\ub85c\uc6b4 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc2dc\uae30\uac00 \ub3c4\ub798\ud55c \uac83\uc774\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n \uc591\uc790 \ucef4\ud4e8\ud305\uc774 \ub9c8\uce68\ub0b4 \ud601\uc2e0\uc801\uc778 \uc7a0\uc7ac\ub825\uc744 \uc2e4\ud604\ud560 \uc218 \uc788\ub294 \ub2e8\uacc4\uc5d0 \ub3c4\ub2ec\ud588\ub294\uc9c0\uc5d0 \ub300\ud55c \ub2f5\uc740 \uc5ec\uc804\ud788 \uc5c7\uac08\ub9ac\uace0 \uc788\ub2e4.<\/p>\n \uc5ec\ub7ec \ub3c4\uc804 \uacfc\uc81c\uac00 \uc874\uc7ac\ud558\ub294 \uac83\ub3c4 \uc0ac\uc2e4\uc774\ub2e4. \uc624\ub298\ub0a0 \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uc0c1\uc5c5\uc801 \uc774\uc6a9 \ub610\ub294 \uacfc\ud559\uc801 \uc751\uc6a9\uc5d0 \uc788\uc5b4\uc11c \uc804\ud1b5\uc801\uc778 \ucef4\ud4e8\ud305\uc5d0 \ube44\ud574 \uac00\uc2dc\uc801\uc778 \uc774\uc810\uc744 \uc81c\uacf5\ud558\uc9c0 \ubabb\ud558\uace0 \uc788\ub2e4. \ubb3c\ub860 \ub9ce\uc740 \uc804\ubb38\uac00\ub4e4\uc740 \uc5b8\uc820\uac00 \uc591\uc790 \ucef4\ud4e8\ud305\uc774 \uc0c1\uc5c5\uc801\uc774\ub098 \uacfc\ud559\uc801\uc778 \ubb38\uc81c\uc5d0 \ub300\ud574 \uae30\uc874\uc758 \ub300\uc548\uc744 \ub6f0\uc5b4\ub118\ub294 \ud574\uacb0\ucc45\uc744 \uc81c\uacf5\ud560 \uac83\uc774\ub77c\ub294 \ub370 \ub3d9\uc758\ud55c\ub2e4. \uadf8\ub7ec\ub098 \ud574\ub2f9 \uc2e0\uae30\uc220\uc774 \uc774\ub7ec\ud55c \uc774\uc810\uc744 \ub300\uaddc\ubaa8\ub85c \uc785\uc99d\ud558\uc9c0 \ubabb\ud558\uace0 \uc788\ub2e4. \uc544\uc9c1 \uc77c\uc815 \uc218\uc900\uc5d0 \ub3c4\ub2ec\ud558\uc9c0 \ubabb\ud55c \uc591\uc790 \uc5f0\uc0b0\uc758 \uc815\ud655\ub3c4\ub97c \ub098\ud0c0\ub0b4\ub294 \ucda9\uc2e4\ub3c4(Fidelity)\ub294 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \ub300\ub300\uc801\uc778 \ub3c4\uc785\uc5d0 \uac78\ub9bc\ub3cc\uc774 \ub418\uace0 \uc788\ub2e4. \ud55c\ud3b8, \uae30\uc874 \ucef4\ud4e8\ud305\uc740 \ud558\ub4dc\uc6e8\uc5b4(GPU \ub4f1), \uc54c\uace0\ub9ac\uc998, \uc778\uacf5\uc9c0\ub2a5(AI) \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \ud504\ub808\uc784\uc6cc\ud06c \ub4f1\uc758 \uace0\ub3c4\ud654\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\ub2e4.<\/p>\n \ubb3c\ub860 \uc591\uc790 \ucef4\ud4e8\ud305\ub3c4 \ud655\uc2e4\ud55c \uac15\uc138\ub97c \ubcf4\uc774\uace0 \uc788\ub2e4. \ucef4\ud4e8\ud305 \uc131\ub2a5\uc758 \ud575\uc2ec \uc9c0\ud45c\uc778 \uc591\uc790 \ud68c\ub85c\uc758 \ubb3c\ub9ac\uc801 \ud050\ube44\ud2b8 \uc218\ub294 2018\ub144 \uc774\ud6c4 1~2\ub144\ub9c8\ub2e4 \ub450 \ubc30\uc529 \uc99d\uac00\ud558\uba70, \uc0c1\ub2f9\ud55c \uae30\uc220\uc801 \uc9c4\ubcf4\ub97c \ubcf4\uc774\uace0 \uc788\ub2e4. \uc774\ub7ec\ud55c \ucd94\uc138\ub294 \ucd5c\uc18c \ud5a5\ud6c4 3~5\ub144 \ub3d9\uc548 \uc9c0\uc18d\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4.<\/p>\n \uc804\uccb4\uc801\uc778 \uae30\uc220 \ud22c\uc790\uc561\uc774 50% \uac10\uc18c\ud588\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc591\uc790 \ucef4\ud4e8\ud305 \ubd84\uc57c\ub294 2023\ub144 \ubca4\ucc98 \uce90\ud53c\ud138\ub85c\ubd80\ud130 12\uc5b5 \ub2ec\ub7ec\uc758 \ud22c\uc790\ub97c \uc720\uce58\ud558\uba70 \ud22c\uc790\uc790\ub4e4\uc758 \uc9c0\uc18d\uc801\uc778 \uc2e0\ub8b0\ub97c \uc785\uc99d\ud588\ub2e4.<\/p>\n \uc804 \uc138\uacc4\uc758 \uc815\ubd80 \uc5ed\uc2dc \uc591\uc790 \ucef4\ud4e8\ud305 \ubd84\uc57c\uc5d0 \uc801\uadf9\uc801\uc73c\ub85c \ub098\uc11c\uace0 \uc788\ub2e4. \ubbf8\uad6d\uacfc \uc911\uad6d \ub4f1\uc744 \ud3ec\ud568\ud574, \uac01\uad6d \uc815\ubd80\ub294 \uc591\uc790 \ucef4\ud4e8\ud305\uc774 \uad6d\uac00 \uc548\ubcf4\uc640 \uacbd\uc81c \uc131\uc7a5\uc5d0 \uc911\ucd94\uc801 \uc5ed\ud560\uc744 \ud558\uac8c \ub420 \ubbf8\ub798\ub97c \uc704\ud574 \ub9c9\ub300\ud55c \ud22c\uc790\ub97c \uc774\uc5b4\uac00\uace0 \uc788\ub2e4. \uacf5\uacf5 \ubd80\ubb38\uc758 \uc9c0\uc6d0\uc740 \ud5a5\ud6c4 3~5\ub144 \ub3d9\uc548 100\uc5b5 \ub2ec\ub7ec\ub97c \ub118\uc5b4\uc124 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \uc774\ub294 \uc591\uc790 \uae30\uc220\uc758 \ud655\uc7a5\uc5d0 \uae30\ud2c0\uc744 \uc81c\uacf5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub41c\ub2e4.<\/p>\n \uc774\ubc88 \ubcf4\uace0\uc11c\uc5d0\uc11c\ub294 \uc704\uc640 \uac19\uc740 \uc0c1\ubc18\ub41c \uc804\uac1c \ud604\ud669\uc744 \uc0b4\ud3b4\ubcf4\uace0, \uc9c0\uc18d\uc801\uc778 \ub3c4\uc804 \uacfc\uc81c\uc640 \uae09\uc18d\ud55c \ubc1c\uc804\uc774 \uc5b4\ub5a0\ud55c \uacb0\ud569\uc73c\ub85c \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \uc7a0\uc7ac\ub825\uc744 \ubc1c\ud718\uc2dc\ud0ac \uc218 \uc788\uc744\uc9c0 \uadf8 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud55c\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n \uc2dc\uc7a5\uc774 \uc138 \ub2e8\uacc4\uc5d0 \uac78\uccd0 \uc131\uc219\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ud55c 3\ub144 \uc804\uc758 \uc804\ub9dd\uc740 \uc544\uc9c1\ub3c4 \uc720\ud6a8\ud558\ub2e4. \uc774\ub294 2030\ub144 \uc774\uc804\uae4c\uc9c0\ub85c \uc804\ub9dd\ub418\ub294 \u2018\ub178\uc774\uc988\uac00 \uc788\ub294 \uc911\uac04 \uaddc\ubaa8\uc758 \uc591\uc790(Noisy Intermediate-Scale Quantum, \uc774\ud558 NISQ)\u2019 \ub2e8\uacc4, 2030\ub144\ubd80\ud130 2040\ub144 \uc0ac\uc774\uc758 \u2018\uad11\ubc94\uc704\ud55c \uc591\uc790 \uc6b0\uc704(Broad Quantum Advantage)\u2019 \ub2e8\uacc4, 2040\ub144 \uc774\ud6c4\uc758 \u2018\ubcf8\uaca9\uc801\uc778 \ub0b4\uacb0\ud568\uc131(Full-Scale Fault Tolerance)\u2019 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud55c\ub2e4. (\ubcf4\uae30 1 \ucc38\uc870)<\/p>\n <\/a><\/p>\n \ub610\ud55c, 2040\ub144\uae4c\uc9c0 \uc591\uc790 \ucef4\ud4e8\ud305\uc774 4,500\uc5b5~8,500\uc5b5 \ub2ec\ub7ec\uc758 \uacbd\uc81c\uc801 \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\uc5ec, \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc5d0 900\uc5b5~1,700\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uc2dc\uc7a5\uc744 \ud615\uc131\ud560 \uac83\uc774\ub77c\ub294 \uc804\ub9dd\uc5d0\ub3c4 \uc5ec\uc804\ud788 \ud655\uc2e0\uc744 \uac00\uc9c0\uace0 \uc788\ub2e4. \uc774 \uc218\uce58\ub294 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud130 \uacf5\uae09\uc5c5\uccb4 \uc2dc\uc7a5\uc774 2040\ub144\uae4c\uc9c0 1,250\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc774\ub77c\ub294 \ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc, \u2018\uc2a4\ud0dc\ud2f0\uc2a4\ud0c0(Statista)\u2019\uc758 \uc804\ub9dd\uacfc\ub3c4 \uc77c\uce58\ud55c\ub2e4.<\/p>\n \ud558\uc9c0\ub9cc NISQ \uc2dc\ub300\uc758 \ub2e8\uae30\uc801 \uac00\uce58 \ucc3d\ucd9c\uc5d0 \ub300\ud55c \uac00\uc815\uc740 \ub2e4\uc18c \ub099\uad00\uc801\uc774\uc5c8\uae30 \ub54c\ubb38\uc5d0 \uc774\ub294 \uc218\uc815\ub420 \ud544\uc694\uac00 \uc788\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc77c\ubd80 \uc0b0\uc5c5 \uae30\uc5c5\ub4e4\uc740 \uc591\uc790 \uae30\uc220\uc5d0 \ub300\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc7ac\uace0\ud574\uc57c \ud55c\ub2e4.<\/p>\n \ucd08\uae30 \uc804\ub9dd\uc740 \ub450 \uac00\uc9c0 \ud575\uc2ec \uae30\uc900\uc744 \uae30\ubc18\uc73c\ub85c \ub9c8\ub828\ub410\uc73c\uba70, \uc774 \uae30\uc900\ub4e4\uc740 \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758 \ubc1c\uc804\uc774 \ud55c \uc9c0\uc810\uc5d0\uc11c \ub9cc\ub098 \uc804\ud1b5 \ucef4\ud4e8\ud305\uc758 \uc131\ub2a5\uc744 \ub6f0\uc5b4\ub118\uc744 \uc218 \uc788\uc744 \uac83\uc774\ub77c\uace0 \ud3c9\uac00\ud588\ub2e4.<\/p>\n 2021\ub144 \uc804\ub9dd\uc5d0\uc11c\ub294 \uc591\uc790\uc5ed\ud559\uc774 \uae30\uc220\uc801 \uc6b0\uc704\ub97c \uac00\uc9c8 \uc218 \uc788\ub294 \ub124 \uac00\uc9c0 \uc804\uc0b0 \uc720\ud615\uc778 \uc2dc\ubbac\ub808\uc774\uc158, \ucd5c\uc801\ud654, \uba38\uc2e0 \ub7ec\ub2dd, \uc554\ud638\ud654\uc5d0\uc11c \ud30c\uc0dd\ub41c 100\uac1c \uc774\uc0c1\uc758 \ud65c\uc6a9 \uc0ac\ub840\ub97c \ud3c9\uac00\ud588\ub2e4. (\ubcf4\uae30 2 \ucc38\uc870)<\/p>\n <\/a><\/p>\n \ud3c9\uac00\uc5d0\uc11c\ub294 \uac1c\ubc1c\uc790\uc640 \uc0ac\uc6a9\uc790\uac00 \ucd5c\uc801\ud654\ub41c, \uc5f0\uc0b0 \ubd88\uac00\ub2a5\ud55c, \uc644\uc804\ud788 \uc0c8\ub85c\uc6b4 \uc138 \uac00\uc9c0 \uc720\ud615\uc758 \ud65c\uc6a9 \uc0ac\ub840\ub97c \ucd94\uad6c\ud560 \uac83\uc774\ub77c\uace0 \uac00\uc815\ud588\ub2e4.<\/p>\n <\/p>\n \ubcf5\uc7a1\ud55c \ucd5c\uc801\ud654, \uc2dc\ubbac\ub808\uc774\uc158, \uadf8\ub9ac\uace0 \uba38\uc2e0 \ub7ec\ub2dd \ubb38\uc81c\uc758 \uacbd\uc6b0, \uace0\uc804\uc801 \ucef4\ud4e8\ud130\ub294 \ud734\ub9ac\uc2a4\ud2f1 \uc811\uadfc\ubc95(heuristic approaches)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc77c\ubc18\uc801\uc73c\ub85c \ucd5c\uc801 \ud574\ub2f5\uc758 \uc624\ucc28 \ubc94\uc704\uac00 5%\uc5d0\uc11c 20% \uc774\ub0b4\uc778 \ud574\uacb0\ucc45\uc744 \ucc3e\ub294\ub2e4. \ub9ce\uc740 \uc804\ubb38\uac00\ub4e4\uc740 \uc591\uc790 \ucef4\ud4e8\ud305\uc774 \ub2e8\uae30\uac04\uc5d0 \ub354 \ub192\uc740 \uc815\ud655\ub3c4\ub85c \uc624\ucc28 \ubc94\uc704\ub97c \uc881\ud788\uace0, \ub354 \ube60\ub974\uac8c \ud574\uacb0\ucc45\uc744 \uc81c\uc2dc\ud560 \uc218 \uc788\uc744 \uac83\uc774\ub77c\uace0 \uc608\uc0c1\ud588\ub2e4.<\/p>\n \ud558\uc9c0\ub9cc QAOA(Quantum Approximate Optimization Algorithm)\uc640 VQE(Variational Quantum Eigensolver) \ub4f1\uc758 NISQ \uc54c\uace0\ub9ac\uc998\uc740 \uc218\ub144 \ud639\uc740 \uc218\uc2ed \ub144 \ub3d9\uc548 \uacbd\ud5d8\uc774 \ucd95\uc801\ub418\uace0 \ud558\ub4dc\uc6e8\uc5b4\uac00 \uac1c\uc120\ub41c \uae30\uc874 \ud574\uacb0\ucc45\ubcf4\ub2e4\ub3c4 \ub0b4\uc7ac\ub41c \ubd88\ud655\uc2e4\uc131\uc774 \ud070 \ud734\ub9ac\uc2a4\ud2f1 \ubc29\uc2dd\uc5d0 \uc758\uc874\ud558\uace0 \uc788\ub2e4. \uc624\ub958 \uc218\uc815\uc5d0 \ub300\ud55c \uc774\uc810\uc774 \ud655\uc2e4\ud558\uac8c \uac80\uc99d\ub418\uae30 \uc804\uae4c\uc9c0\ub294 \ub300\ubd80\ubd84\uc758 \ub09c\uc81c\uc5d0 \ub300\ud55c \uae30\uc874 \ucef4\ud4e8\ud305\uacfc AI \uc54c\uace0\ub9ac\uc998\uc774 \uc591\uc790 \ucef4\ud4e8\ud305 \uc131\ub2a5\ubcf4\ub2e4 \uc6b0\uc138\ud560 \uac00\ub2a5\uc131\uc774 \ub192\ub2e4.<\/p>\n <\/p>\n \uc591\uc790 \ucef4\ud4e8\ud130\ub294 \uae30\uc874 \ucef4\ud4e8\ud130\uc758 \uc5ed\ub7c9\uc744 \ub6f0\uc5b4\ub118\ub294 \uc77c\ubd80 \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub2e4. \u2018\ub09c\ud574\ud55c\u2019 \ubb38\uc81c\uc758 \ud06c\uae30\uac00 \ucee4\uc9c8\uc218\ub85d, \uc774\ub97c \uc815\ud655\ud558\uac8c \ud574\uacb0\ud558\ub294 \ub370\uc5d0 \ud544\uc694\ud55c \uc2dc\uac04\uacfc \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uac00 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \uc99d\uac00\ud558\uc5ec \uae30\uc874 \ucef4\ud4e8\ud130\ub85c\ub294 \uac10\ub2f9\ud560 \uc218 \uc5c6\uac8c \ub41c\ub2e4. \uc5fc\ub8cc\uac00 \ubc29\ucd9c\ud558\ub294 \uc0c9\uc0c1, \ubb3c\uc9c8\uc758 \uc804\ub3c4\uc131, \uc57d\ubb3c\uc758 \ubd84\uc790 \ud2b9\uc131 \ub4f1\uc744 \uacc4\uc0b0\ud558\ub294 \uac83\uc774 \ub09c\uc81c\uc758 \uc608\uc2dc\ub2e4. \uc2e4\uc81c \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc815\ud655\ud55c \uacc4\uc0b0\uc744 \uc704\ud574\uc11c\ub294 \uc6b0\uc8fc\uc5d0 \uc874\uc7ac\ud558\ub294 \uc6d0\uc790 \uc218\ubcf4\ub2e4 \ub354 \ub9ce\uc740 \ud2b8\ub79c\uc9c0\uc2a4\ud130\uac00 \ud544\uc694\ud558\uba70, \uc774\uac83\uc774 \ubc14\ub85c 1981\ub144 \ub9ac\ucc98\ub4dc \ud30c\uc778\ub9cc\uc774 \uc591\uc790 \ucef4\ud4e8\ud305\uc744 \uc81c\uc548\ud55c \uc774\uc720\uc774\uae30\ub3c4 \ud558\ub2e4.<\/p>\n \uc774\ub54c \u2018\uc815\ud655\uc131\u2019\uc774\ub77c\ub294 \ub2e8\uc5b4\uac00 \uc911\uc694\ud558\ub2e4. AI\ub294 2021\ub144 \ubcf4\uace0\uc11c \ubc1c\uac04 \ub2f9\uc2dc \ub09c\ud574\ud55c \ubb38\uc81c\ub4e4\uc758 \ud574\uacb0\uc744 \uc704\ud55c \uc194\ub8e8\uc158 \uc81c\uc2dc\uc5d0 \uc0c1\ub2f9\ud55c \ub3c4\uc6c0\uc744 \uc8fc\uc5c8\uace0, \uc774\ub85c \uc778\ud574 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \uc5ed\ud560\uc774 \uc904\uc5b4\ub4e4 \uac83\uc774\ub77c\ub294 \uc804\ub9dd\uc774 \uc81c\uae30\ub418\uae30\ub3c4 \ud588\ub2e4. \ud558\uc9c0\ub9cc \ud604\uc2e4\uc740 \uc774\ubcf4\ub2e4 \ud6e8\uc52c \ubcf5\uc7a1\ud558\ub2e4. AI\ub294 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec \ud574\uacb0\ucc45\uc744 \ub3c4\ucd9c\ud558\ub294 \ubc29\uc2dd\uc5d0 \uc758\uc874\ud55c\ub2e4. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uacbd\uc6b0 \uae30\uc874 \uc5b8\uc5b4\uc640 \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8\ub860\uc801 \uad00\uacc4\ub97c \ud559\uc2b5\ud558\ub294 \uac83\uc774 \ub300\ud45c\uc801 \uc0ac\ub840\ub2e4. \uc774\ub85c \uc778\ud574 AI\uc758 \uc815\ud655\uc131\uacfc \uc815\ubc00\ub3c4\ub294 \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac00\uc6a9\uc131\uacfc \ud004\ub9ac\ud2f0\uc5d0 \uc601\ud5a5\uc744 \ubc1b\uc744 \uc218\ubc16\uc5d0 \uc5c6\ub2e4. \ubc18\uba74\uc5d0 \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uc774\ub7ec\ud55c \uc81c\uc57d\uc774 \uc5c6\uae30 \ub54c\ubb38\uc5d0 \ub354 \uc6d4\ub4f1\ud55c \uc131\ub2a5\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uac83\uc774\ub2e4.<\/p>\n \uc77c\ub840\ub85c, \uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\uc758 \uc54c\ud30c\ud3f4\ub4dc(Alphafold)\ub294 2022\ub144 8\uc6d4 \ub2e8\ubc31\uc9c8 \uc811\ud798(protein folding)\uc774\ub77c\ub294 \uc5b4\ub824\uc6b4 \ubb38\uc81c\ub97c \uc608\uce21\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc720\uc758\ubbf8\ud55c \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uc5c8\ub2e4. \uadf8\ub7ec\ub098 \uc774 \uacb0\uacfc\ub294 \ub450 \uac00\uc9c0 \ud070 \ud55c\uacc4\uc810\uc744 \uac00\uc9c4\ub2e4. \uacb0\uacfc\uc5d0 \uc5b4\ub290 \uc815\ub3c4\uc758 \uc624\ub958\uac00 \uc788\ub2e4\ub294 \uc810\uacfc \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uba40\uc5b4\uc9c8\uc218\ub85d \uc815\ud655\ub3c4\uac00 \ub5a8\uc5b4\uc9c4\ub2e4\ub294 \uc810\uc774\ub2e4. \uc2e4\uc81c\ub85c \ub2e8\ubc31\uc9c8\uacfc \uac19\uc740 \ub300\ubd84\uc790\uc758 \ud06c\uae30\uac00 1050 \ubc94\uc704\uc784\uc744 \uace0\ub824\ud55c\ub2e4\uba74, \ubaa8\ub4e0 \uac00\ub2a5\uc131\uc744 \ucda9\uc2e4\ud558\uac8c \ub098\ud0c0\ub0bc \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \ud559\uc2b5 \ub370\uc774\ud130\uac00 \uc874\uc7ac\ud558\uae30 \ub9e4\uc6b0 \uc5b4\ub835\ub2e4\ub294 \uc810\uc744 \uc54c \uc218 \uc788\ub2e4. \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \ud30c\uc778\ub9cc\uc774 \uc608\uce21\ud55c \ub300\ub85c \uc790\uc5f0\uc744 \ubaa8\uc0ac\ud558\uc5ec \ud604\ub300\uc758 \ub09c\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uc720\uc77c\ud55c \ud574\uacb0\ucc45\uc774 \ub420 \uac00\ub2a5\uc131\uc774 \ub192\ub2e4.<\/p>\n <\/p>\n \uc2a4\ub9c8\ud2b8\ud3f0\uc774 \ub4f1\uc7a5\ud558\uba74\uc11c \ucc28\ub7c9 \uacf5\uc720\uac00 \ub2f9\uc5f0\ud574\uc9c0\uace0 \ud544\uc218\ubd88\uac00\uacb0\ud55c \uac83\uc774 \ub41c \uac83\ucc98\ub7fc, \uc6b0\ub9ac\uac00 \uc544\uc9c1 \ud544\uc694\uc131\uc744 \uc778\uc9c0 \ubabb\ud558\uace0 \uc788\ub294 \uc0c8\ub85c\uc6b4 \ud65c\uc6a9 \uc0ac\ub840\ub4e4\uc774 \ub4f1\uc7a5\ud560 \uc218 \uc788\ub2e4. BCG\uc758 2021\ub144\uacfc \ud604\uc7ac \uc2dc\uc7a5 \uc804\ub9dd\uc5d0 \ub530\ub974\uba74, \ubbf8\ub798 \uac00\uce58\uc758 20~30%\uac00 \uc2e0\uae30\uc220 \ub3c4\uc785\uc5d0 \uadfc\uac70\ud55c \uc2e0\uc0dd \ud65c\uc6a9 \uc0ac\ub840\uc5d0\uc11c \ucc3d\ucd9c\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n NISQ \uc2dc\ub300\ub294 \ub450 \uac00\uc9c0 \uc774\uc720\ub85c \uc778\ud574 \uc6b0\ub9ac\uc758 \uae30\ub300\uc5d0 \ubd80\uc751\ud558\uc9c0 \ubabb\ud558\uace0 \uc788\ub2e4. \uccab\uc9f8, \ud558\ub4dc\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \uc788\uc5b4\uc11c \uae30\uc220\uc801 \ub09c\uad00\uc744 \uadf9\ubcf5\ud558\ub294 \uac83\uc774 \uc608\uc0c1\ubcf4\ub2e4 \uc5b4\ub824\uc6b4 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\ub2e4. \ud050\ube44\ud2b8 \uc218\ub294 \ube60\ub978 \uc18d\ub3c4\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc9c0\ub9cc, \ucda9\uc2e4\ub3c4\ub294 \uc5ec\uc804\ud788 \ud070 \uacfc\uc81c\ub85c \ub0a8\uc544 \uc788\ub2e4. \uc591\uc790 \uae30\uc220 \ubca4\uce58\ub9c8\ud06c\ub97c \ucd94\uc801\ud558\ub294 \ucee4\ubba4\ub2c8\ud2f0 \uae30\ubc18 \ud50c\ub7ab\ud3fc \ub9e4\ud2b8\ub9ad(Metriq)\uc758 \ubd84\uc11d\uc5d0 \ub530\ub974\uba74, \uae30\uc874 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uae30\ubc18 \uace0\uac00\uce58 \ud65c\uc6a9 \uc0ac\ub840\uc5d0\ub294 10,000~20,000\uac1c\uc758 \ud050\ube44\ud2b8 \uac8c\uc774\ud2b8 \uc5f0\uc0b0\uacfc 100%\uc5d0 \uac00\uae4c\uc6b4 \uac8c\uc774\ud2b8 \ucda9\uc2e4\ub3c4\uac00 \ud544\uc694\ud558\ub2e4. \uadf8\ub7ec\ub098 \uc9c0\uae08\uae4c\uc9c0 30\uac1c \uc774\uc0c1\uc758 \ud050\ube44\ud2b8 \ud68c\ub85c\uac00 \ucd5c\ub300 99.5%\uc758 \ucda9\uc2e4\ub3c4\uc5d0 \uaca8\uc6b0 \ub3c4\ub2ec\ud55c \uc0c1\ud0dc\uc774\ub2e4. \uc774 \uc7a5\ubcbd\uc740 2024\ub144 4\uc6d4, \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8(Microsoft)\uc640 \ud000\ud2f0\ub118(Quantinuum)\uc774 \ud611\ub825\ud574 \uadf8\ub4e4\uc758 H1 \uc2dc\uc2a4\ud15c\uc5d0\uc11c 2 \ud050\ube44\ud2b8 \uac8c\uc774\ud2b8\uc5d0 99.9% \ucda9\uc2e4\ub3c4\ub97c \uc2dc\uc5f0\ud558\uba74\uc11c \ubd80\ubd84\uc801\uc73c\ub85c\ub9cc \ud574\uc18c\ub418\uc5c8\ub2e4. \uc624\ub958\ub294 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \ub204\uc801\ub418\uae30 \ub54c\ubb38\uc5d0 \uc544\ubb34\ub9ac \uc88b\uc740 \ud558\ub4dc\uc6e8\uc5b4\ub77c\ub3c4 \uc57d 1,000~10,000 \ud050\ube44\ud2b8 \uac8c\uc774\ud2b8 \uc5f0\uc0b0 \ud6c4\uc5d0\ub294 \uc815\uc0c1\uc801\uc778 \uc791\ub3d9\uc774 \uc5b4\ub835\ub2e4. \uc720\ud6a8\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \uc218\ubc31\ub9cc \uac1c\uc758 \uac8c\uc774\ud2b8 \uc5f0\uc0b0(\uc1fc\uc5b4 \uc54c\uace0\ub9ac\uc998\uc758 \uacbd\uc6b0 \uc218\uc2ed\uc5b5 \uac1c\uae4c\uc9c0)\uc774 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0, \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uc544\uc9c1\ub3c4 \ub9ce\uc740 \uc131\ub2a5 \ud5a5\uc0c1\uc774 \ud544\uc694\ud558\ub2e4.<\/p>\n \uc0c8\ub85c\uc6b4 \uc54c\uace0\ub9ac\uc998\uc758 \uac1c\ubc1c \uc5ed\uc2dc \ub4a4\ucc98\uc838 \uc788\ub2e4. \uc0ac\uc2e4, \ub300\ubd80\ubd84\uc758 \uc911\uc694\ud55c \uc54c\uace0\ub9ac\uc998 \ubc1c\uc804\uc740 1980\ub144\ub300\uc640 2010\ub144\ub300 \uc0ac\uc774\uc5d0 \uc774\ub8e8\uc5b4\uc84c\uace0, \uc9c0\ub09c 10\ub144 \ub3d9\uc548\uc5d0\ub294 \uac70\uc758 \uc9c4\uc804\uc774 \uc5c6\uc5c8\ub2e4\uace0 \ubd10\ub3c4 \ubb34\ubc29\ud558\ub2e4. (\ubcf4\uae30 3 \ucc38\uc870)<\/p>\n <\/a><\/p>\n \ub458\uc9f8, \uae30\uc874 \ucef4\ud4e8\ud305\uacfc\uc758 \uacbd\uc7c1\uc774 \uc608\uc0c1\ubcf4\ub2e4 \ub354 \uce58\uc5f4\ud574\uc9c0\uace0 \uc788\ub2e4. \ud2b9\ud788 AI\ub294 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uc608\uc0c1\uc744 \ub6f0\uc5b4\ub118\ub294 \uc131\uacfc\ub97c \uac70\ub450\uba70, \uc774\uc804\uc5d0\ub294 \ud574\uacb0\uc774 \ubd88\uac00\ub2a5\ud588\ub358 \ubb38\uc81c\uc5d0 \ub300\ud55c \uc2e4\uc9c8\uc801\uc778 \ub300\uc548\uc744 \uc81c\uc2dc\ud558\uace0 \uc788\ub2e4. \uc7a5\uae30\uc801\uc73c\ub85c \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \ubd88\uc644\uc804\ud55c \ud734\ub9ac\uc2a4\ud2f1\uacfc \uadfc\uc0ac \uc54c\uace0\ub9ac\uc998\uc5d0 \uc758\uc874\ud558\ub294 \uae30\uc874 \ucef4\ud4e8\ud305\uc5d0 \ube44\ud574, \ub2e4\uccb4 \ubb3c\ub9ac\ud559\uc774\ub098 NP-\ud558\ub4dc \ucd5c\uc801\ud654\uc640 \uac19\uc740 \ub9e4\uc6b0 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ucc98\ub9ac\ud558\ub294 \ub370\uc5d0 \uc788\uc5b4 \ud655\uc2e4\ud55c \ube44\uad50\uc6b0\uc704\ub97c \uac00\uc9c0\uace0 \uc788\ub2e4. \uadf8\ub7ec\ub098 NISQ\uc758 \ud55c\uacc4\ub85c \uc778\ud574 \ud604\uc7ac\uc758 \uc591\uc790 \uc54c\uace0\ub9ac\uc998 \uc5ed\uc2dc \ud734\ub9ac\uc2a4\ud2f1 \uc811\uadfc\ubc95\uc5d0 \uc758\uc874\ud560 \uc218\ubc16\uc5d0 \uc5c6\uc73c\uba70, \uc774\ub7ec\ud55c \uc758\uc874\uc131 \ub54c\ubb38\uc5d0 \uc77c\uad00\ub41c \ube44\uad50\uc6b0\uc704 \uc785\uc99d\uc774 \uc5b4\ub824\uc6b4 \uc2e4\uc815\uc774\ub2e4.<\/p>\n \uc774\ub7ec\ud55c \uc694\uc778\ub4e4\ub85c \uc778\ud574, \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \ub514\uc9c0\ud138 \uac8c\uc774\ud2b8\uc5d0 \uae30\ubc18\ud55c \uc811\uadfc\ubc95\uc744 \ud1b5\ud574\uc11c\ub294 \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uae30\ub2a5 \ubaa8\ub450\uc5d0\uc11c \uae30\uc874 \ucef4\ud4e8\ud305 \ub300\ube44 \ud655\uc2e4\ud55c \uac15\uc810\uc744 \uad6c\ud604\ud558\uc9c0 \ubabb\ud558\uace0 \uc788\ub2e4. \uadf8\ub7ec\ub098 \ub300\uc548\uc774 \uc644\uc804\ud788 \uc5c6\ub294 \uac83\uc740 \uc544\ub2c8\ub2e4. \ub514\uc6e8\uc774\ube0c(D-Wave), \ud30c\uc2a4\uce7c(Pasqal), \ud0a4\ud478 \ud000\ud140(Kipu Quantum), \ud0ac\ub9ac\ub9cc\uc790\ub85c(Qilimanjaro) \ub4f1\uc758 \ud68c\uc0ac\ub294 \uc544\ub0a0\ub85c\uadf8 \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc(\uc18c\uc218\uc758 \uac8c\uc774\ud2b8\uc640 \uacb0\ud569\ub41c \uc544\ub0a0\ub85c\uadf8) \uc591\uc790 \ucef4\ud4e8\ud305\uc744 \ucd94\uc9c4\ud558\uace0 \uc788\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uacfc\ub3c4\ud55c \uac8c\uc774\ud2b8 \uc5f0\uc0b0 \uc5c6\uc774\ub3c4, \ub2e8\uae30\uc5d0 \uc0c1\uc5c5\uc801 \ud65c\uc6a9 \uc0ac\ub840\uac00 \uc2e4\ud604 \uac00\ub2a5\ud560 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n \ucd5c\uadfc \ubc1c\uc804\uc744 \ud1b5\ud574 \uc591\uc790 \ucef4\ud4e8\ud305\uc774 \uc0c1\ub2f9\ud55c \uc9c4\uc804\uc744 \ubcf4\uc774\uace0 \uc788\uc74c\uc744 \ud655\uc778\ud560 \uc218 \uc788\ub2e4. \ud601\uc2e0\uc801\uc778 \uc2dc\uc81c\ud488\ub4e4\uc740 \ucd5c\uc801\ud654, \uc591\uc790 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uc18c\uc7ac \uc2dc\ubbac\ub808\uc774\uc158\uc758 \uac00\ub2a5\uc131\uc744 \uc785\uc99d\ud558\uba70, \ubcf5\uc7a1\ud55c \ubb38\uc81c \ud574\uacb0\uc5d0 \uc0c1\ub2f9\ud55c \uac1c\uc120\uc774 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc900\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud2b9\ud654\ub41c \uc591\uc790 \uce69\uc758 \uac1c\ubc1c\uacfc \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc591\uc790 \ucef4\ud4e8\ud305 \uc11c\ube44\uc2a4\uc758 \ud655\uc7a5\uc744 \ud1b5\ud574 \uc2e4\uc6a9\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc591\uc790 \uc194\ub8e8\uc158\uc744 \ucd94\uc9c4\ud558\ub824\ub294 \uc6c0\uc9c1\uc784 \ub610\ud55c \uac00\uc2dc\ud654\ub418\uace0 \uc788\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n \uc591\uc790 \ucef4\ud4e8\ud130\ub294 \uc544\ub0a0\ub85c\uadf8 \ubc29\ubc95\ub860\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 NISQ \uc2dc\ub300\uc5d0\ub3c4 \ud2b9\ud788 \uc18c\uc7ac \ubc0f \ud654\ud559 \uc2dc\ubbac\ub808\uc774\uc158 \ubd84\uc57c\uc5d0\uc11c \uc5f0\uac04 1\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 5\uc5b5 \ub2ec\ub7ec\uc5d0 \uc774\ub974\ub294 \uac00\uc2dc\uc801\uc778 \ub2e8\uae30 \uac00\uce58\ub97c \uc2e4\ud604\ud560 \uc218 \uc788\uc744 \uac83\uc774\ub2e4. \uc774 \uc608\uce21\uc740 BCG\uc758 \uc774\uc804 \uc804\ub9dd\uce58\ubcf4\ub2e4\ub294 \uc0c1\ub2f9\ud788 \ub0ae\uc9c0\ub9cc, \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacf5\uae09 \uc2dc\uc7a5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218\uc900\uc740 \uc544\ub2c8\ub2e4. \ub2e4\ub978 \uc608\uce21\uce58\ub4e4\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c 2030\ub144\uae4c\uc9c0 10\uc5b5~20\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uacf5\uae09 \uc2dc\uc7a5\uc774 \ud615\uc131\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4.<\/p>\n \uc5ec\uae30\uc5d0\ub294 \uc138 \uac00\uc9c0 \uc694\uc778\uc774 \uc791\uc6a9\ud558\uace0 \uc788\ub2e4. \uccab\uc9f8, \uacfc\uac70 \ubc18\ub3c4\uccb4, \uc778\ud130\ub137, GPS\uc640 \uac19\uc740 \uae30\uc220\uc5d0\uc11c\ucc98\ub7fc \uacf5\uacf5 \ubd80\ubb38\uc774 \ubc1c\uc8fc\uc640 \ubcf4\uc870\uae08\uc744 \ud1b5\ud574 \uc0c1\ub2f9\ud55c \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uace0 \uc788\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc601\uad6d \uad6d\ubc29\ubd80\ub294 \uc591\uc790 \ucef4\ud4e8\ud130\uac00 \uae30\uc874 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud130\ub85c \uc2dc\ubbac\ub808\uc774\uc158 \uac00\ub2a5\ud55c 40\ud050\ube44\ud2b8 \uc784\uacc4\uac12\uc744 \uc544\uc9c1 \ub118\uc9c0 \ubabb\ud588\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc624\ub974\uce74 \ucef4\ud4e8\ud305(ORCA Computing)\uc73c\ub85c\ubd80\ud130 \uc591\uc790 \ucef4\ud4e8\ud130 \uad6c\ub9e4\ub97c \ub2e8\ud589\ud588\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub4e4\uc744 \uace0\ub824\ud558\uba74, \uacf5\uacf5 \ubd80\ubb38\uc758 \uc591\uc790 \ucef4\ud4e8\ud130 \ubc1c\uc8fc\uac00 \uc774\ubbf8 \uc2dc\uc7a5\uc758 \uc808\ubc18 \uc774\uc0c1\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\ub294 \uac83\uc73c\ub85c \ucd94\uc815\ub41c\ub2e4. \uae30 \ubc1c\ud45c\ub41c \ud504\ub85c\uadf8\ub7a8\uacfc \uc591\uc790 \uae30\uc220\uc758 \uc9c0\uc815\ud559\uc801 \uc911\uc694\uc131\uc744 \uace0\ub824\ud560 \ub54c \uc774 \uc218\uc900\uc758 \uc218\uc694\uac00 \ud5a5\ud6c4 3~5\ub144 \ub3d9\uc548 \uc9c0\uc18d\ub420 \uac83\uc73c\ub85c \ubcf4\uc778\ub2e4. (\ubcf4\uae30 4 \ucc38\uc870)<\/p>\n <\/a><\/p>\n \ub458\uc9f8, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc774 \uae30\uc5c5\uc6a9 \uc591\uc790 \uae30\uc220\uc5d0 \ub300\ud55c \ud22c\uc790\ub97c \ud655\ub300\ud558\uace0 \uc788\ub2e4. 2023\ub144\uc5d0 \ubc1c\uac04\ub41c \uc591\uc790 \uae30\uc220 \ub3c4\uc785 \ud604\ud669 \ubcf4\uace0\uc11c<\/a>\uc5d0 \ub530\ub974\uba74, \ud3ec\ucd98 500\ub300 \uae30\uc5c5 \uc911 100\uac1c \uc774\uc0c1\uc758 POC(Proof-of-concept) \ud504\ub85c\uc81d\ud2b8\ub97c \ucd94\uc801\ud588\uc744 \ub54c \uc57d 3\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud558\ub294 \ud22c\uc790\uac00 \uc774\ub8e8\uc5b4\uc9c4 \uac83\uc744 \ud655\uc778\ud55c \ubc14 \uc788\ub2e4. \uc774\ub4e4 \uae30\uc5c5\uc740 \uc591\uc790 \ucef4\ud4e8\ud130\ub85c \ubc1c\uacac\ud55c \uc720\ub9dd \ubb3c\uc9c8\uc5d0 \ub300\ud55c \ud2b9\ud5c8\ub97c \ucd9c\uc6d0\ud558\uac70\ub098, \uc2dc\uc7a5\uc758 \ubd88\uc644\uc804\uc131\uc744 \ubc1c \ube60\ub974\uac8c \ud65c\uc6a9\ud558\ub294 \ud5e4\uc9d5 \uc804\ub7b5\uc744 \uace0\uc548\ud558\ub294 \ub4f1 \uc2dc\uc7a5\uc758 \uc120\ub450\uc790\uac00 \ub418\uae30 \uc704\ud574 \ubd84\ud22c\ud558\uace0 \uc788\ub2e4. AI\uc758 \ubc1c\uc804\uacfc NISQ\uc758 \ud55c\uacc4\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc624\ub958 \uc218\uc815\uc5d0\uc11c \uae0d\uc815\uc801\uc778 \uc804\ub9dd\uacfc \ub354\ubd88\uc5b4 AI\ub97c \ub370\uc774\ud130 \ud6c8\ub828 \uc18c\uc2a4\ub85c \ud65c\uc6a9\ud558\ub294 \uacbd\uc6b0 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \ud65c\uc6a9 \uc0ac\ub840\uac00 \uac70\uc758 \uacb9\uce58\uc9c0 \uc54a\ub294\ub2e4\ub294 \uc810 \ub54c\ubb38\uc5d0 \ub354 \ub9ce\uc740 \uae30\uc5c5\uc774 \ud574\ub2f9 \uae30\uc220\uc744 \uc911\uc7a5\uae30 \ud504\ub85c\uadf8\ub7a8\uc73c\ub85c \ucd94\uc9c4\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4.<\/p>\n \uc14b\uc9f8, \uacf5\uae09\uc5c5\uccb4\ub294 \uc81c\uc5b4 \uc7a5\uce58, \ud76c\uc11d \ub0c9\uc7a5\uace0, \ub808\uc774\uc800, \uc9c4\uacf5 \uae30\uae30 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub4f1\uacfc \uac19\uc740 \uc7a5\ube44\uc5d0 \ub300\ud55c \uacf5\uae09\ub9dd\uc744 \ud615\uc131\ud558\uc5ec \uc218\uc775\uc744 \ucc3d\ucd9c\ud560 \uc218 \uc788\ub2e4. \uc62c\ud574 \uacf5\uae09\ub9dd \uc9c0\ucd9c\uc740 \uc591\uc790 \ucef4\ud4e8\ud305 \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub9e4\ucd9c\uc758 5~10%\ub97c \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n 2021\ub144\uc5d0\ub294 \ud050\ube44\ud2b8 \uc624\ub958 \uc218\uc815\uc5d0 \ub300\ud55c \uc804\ub9dd\uc774 \uc774\ub860\uc801\uc774\uace0 \ubd88\ud655\uc2e4\ud588\ub2e4. \ub300\ubd80\ubd84\uc758 \uc804\ubb38\uac00\ub4e4\uc740 \uc774\ub97c 2030\ub144 \uc774\ud6c4\uc5d0\ub098 \ub2ec\uc131 \uac00\ub2a5\ud560 \uac83\uc774\ub77c\uace0 \uc608\uc0c1\ud588\uace0, \uc77c\ubd80\ub294 \uc2e4\ud604 \uac00\ub2a5\uc131\uc774 \uc804\ud600 \uc5c6\ub2e4\uace0 \ub9d0\ud558\uae30\ub3c4 \ud588\ub2e4. \uadf8\ub7ec\ub098 \uc9c0\ub09c 3\ub144 \ub3d9\uc548 \uc0c1\ub2f9\ud788 \uc2e4\uc9c8\uc801\uc778 \ubc1c\uc804\uc774 \uc774\ub8e8\uc5b4\uc84c\ub2e4. \ud558\ubc84\ub4dc \ub300\ud559\uad50(Harvard University), \ud018\ub77c(QuEra), \ub9e4\uc0ac\ucd94\uc138\uce20 \uacf5\uacfc\ub300\ud559\uad50(Massachusetts Institute of Technology), \uad6d\ub9bd\ud45c\uc900\uae30\uc220\uc5f0\uad6c\uc18c(National Institute of Standards and Technology) \ubc0f \uba54\ub9b4\ub79c\ub4dc \ub300\ud559\uad50(University of Maryland)\ub294 \uacf5\ub3d9 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uc911\uc131 \uc6d0\uc790 \ud50c\ub7ab\ud3fc\uc5d0\uc11c 48\uac1c\uc758 \ub17c\ub9ac\uc801 \ud050\ube44\ud2b8\ub85c \uc624\ub958 \uc218\uc815\uc744 \uc2dc\uc5f0\ud588\ub2e4. \ucd08\uc804\ub3c4 \ud050\ube44\ud2b8\uc758 \uc120\ub450 \uc8fc\uc790\uc778 IBM\uc740 \uc774\uc804 \ubc29\ubc95\ubcf4\ub2e4 10\ubc30 \ub354 \ud6a8\uc728\uc801\uc778 \ub610 \ub2e4\ub978 \ud601\uc2e0\uc801\uc778 \uc624\ub958 \uc218\uc815 \ucf54\ub4dc\ub97c \uac1c\ubc1c\ud55c \ubc14 \uc788\ub2e4. \uc544\uc6b8\ub7ec \ucd5c\uadfc \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8\uc640 \ud000\ud2f0\ub118\uc740 \uc774\uc628 \ud3ec\uc9d1\uc73c\ub85c 800\ubc30\uc758 \uc624\ub958 \uac10\uc18c\ub97c \uc2dc\uc5f0\ud588\ub2e4. 2021\ub144\ubd80\ud130\ub294 \uc591\uc790 \uc124\uacc4 \ud68c\uc0ac\uc778 \uc568\ub9ac\uc2a4\uc564\ubc25(Alice & Bob)\uc5d0\uc11c \uac1c\ubc1c\ud55c \uac15\ub825\ud55c \ud558\ub4dc\uc6e8\uc5b4 \uc778\ucf54\ub529 \ub4f1\uacfc \uac19\uc740 \uc5ec\ub7ec \ud601\uc2e0\ub4e4\uc774 \ub4f1\uc7a5\ud558\uba70, \uc624\ub958 \uc218\uc815\uc758 \uc2e4\uc6a9\uc131\uc5d0 \ub300\ud55c \ub099\uad00\uc801 \uc2dc\uac01\uc774 \uc810\ucc28 \ud655\uc0b0\ub418\uace0 \uc788\ub2e4.<\/p>\n 2021\ub144 \uc804\ub9dd\uc5d0\uc11c BCG\ub294 \uc804\uccb4 \uc608\uc0c1 \uac00\uce58\uc758 90%\uac00 \uc624\ub958 \uc218\uc815\uc758 \uac1c\uc120\uc5d0 \ub2ec\ub824 \uc788\ub2e4\uace0 \uc9c0\uc801\ud55c \ubc14 \uc788\ub2e4. IBM, \ud018\ub77c, \uc568\ub9ac\uc2a4\uc564\ubc25 \ub4f1\uc774 \uacf5\uac1c\ud55c \ub85c\ub4dc\ub9f5\uc5d0 \ub530\ub974\uba74, \ub2a6\uc5b4\ub3c4 2029\ub144\uae4c\uc9c0\ub294 \uc644\uc804\ud55c \uc624\ub958 \uc218\uc815\uc774 \uc774\ub8e8\uc5b4\uc9c8 \uac83\uc73c\ub85c \uc608\uce21\ub41c\ub2e4. \uc608\uc0c1\ubcf4\ub2e4 \ube60\ub978 \ub2ec\uc131\uc744 \ud1b5\ud574 \uc911\uae30\uc801\uc73c\ub85c \ucd5c\uc885 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uac00\uce58 \uc2e4\ud604 \uc2dc\uac04\uc774 \ub2e8\ucd95\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub41c\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n \uacb0\ub860\uc801\uc73c\ub85c \uc591\uc790 \ucef4\ud4e8\ud305\uc774 \uc77c\ubd80 \uc0b0\uc5c5\uad70\uc5d0\uc11c \uc720\ub9dd\ud55c \uae30\uc220\uc778 \uac83\uc740 \uc0ac\uc2e4\uc774\ub098, \uc544\uc9c1\uc740 \ucd08\uae30 \ub2e8\uacc4\uc5d0 \uba38\ubb3c\ub7ec \uc788\uc744\ubfd0\ub354\ub7ec \ub300\ubd80\ubd84\uc758 \uae30\uc5c5\uc5d0\ub294 \uc989\uac01\uc801\uc778 \uac00\uce58 \uc2e4\ud604\uc5d0 \ud55c\uacc4\uac00 \uc874\uc7ac\ud55c\ub2e4. \ubb3c\ub860 \ubaa8\ub4e0 \uc0b0\uc5c5\uad70\uc774 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \ub3c4\uc785\uc744 \ud544\uc694\ub85c \ud558\uc9c0\ub294 \uc54a\uc744 \uac83\uc774\ub2e4. \ub2e4\ub9cc, \ubd84\uc790 \uac1c\ubc1c\uc758 \ud601\uc2e0\uc801\uc778 \ubc1c\uc804 \ub4f1\uc744 \ud1b5\ud55c \uc624\ub958 \uc218\uc815\uc758 \uac1c\uc120\uc73c\ub85c \uc989\uac01\uc801\uc778 \uc774\uc775\uc744 \ucc3d\ucd9c\ud560 \uc218 \uc788\ub294 \uae30\uc5c5, \ud639\uc740 \uc591\uc790 \ucef4\ud4e8\ud305 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ube45\ud14c\ud06c \uae30\uc5c5\uc774\ub098 \uc0c8\ub85c\uc6b4 \uc554\ud638 \ud574\ub3c5 \ubc29\ubc95\uc744 \ud1b5\ud55c \uc0ac\uc774\ubc84 \ubcf4\uc548 \uac15\ud654 \ub4f1\uc758 \ub9ac\ub529 \ud3ec\uc9c0\uc158\uc744 \ucd94\uad6c\ud558\ub294 \uae30\uc5c5\uc5d0 \ud574\ub2f9 \uae30\uc220\uc740 \uac00\uce58 \uc788\ub294 \ud22c\uc790 \uacb0\uc815\uc774 \ub420 \uac83\uc774 \ubd84\uba85\ud558\ub2e4.<\/p>\n \uacf5\uacf5 \ubd80\ubb38 \uc678 5\uac1c \uc8fc\uc694 \uc0b0\uc5c5 \ubd80\ubb38\uc5d0\uc11c \uc624\ub958 \uc218\uc815\uc774 \uc644\ub8cc\ub41c \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \uc218\ud61c\ub97c \ubc1b\uc744 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4. \uc591\uc790 \uae30\uc220\uc740 \uc544\ub798\uc640 \uac19\uc774 \uac01 \uc0b0\uc5c5 \ubcc4\ub85c \uace0\uc720\ud55c \uc774\uc810\uc744 \uc81c\uacf5\ud55c\ub2e4:<\/p>\n <\/p>\n <\/p>\n <\/p>\n \uc624\ub298\ub0a0 \uc81c\uc870\uc5c5\uccb4\ub4e4\uc740 \uc591\uc790 \ud504\ub85c\uc138\uc11c\uc758 \ud050\ube44\ud2b8 \uc218\ub97c \ub298\ub9ac\ub294 \ub370 \uc9d1\uc911\ud558\uace0 \uc788\ub2e4. \uc774\ub294 \ubd84\uba85 \uc591\uc790 \uacbd\uc7c1\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc694\uc18c\uc774\ub2e4. \uadf8\ub7ec\ub098 \uc0c8\ub85c\uc6b4 \uac00\uce58\ub97c \uc644\uc804\ud788 \ud65c\uc6a9\ud558\ub824\ub294 \uc0ac\uc6a9\uc790\ub4e4\uc758 \uc694\uad6c\uc5d0 \ub530\ub77c \uac1c\ubc1c\uc758 \ucd08\uc810\uc774 \ud655\uc7a5\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4. (\ubcf4\uae30 5 \ucc38\uc870)<\/p>\n <\/a><\/p>\n \uc55e\uc11c \uc5b8\uae09\ud588\ub4ef\uc774 \ub0ae\uc740 \ucda9\uc2e4\ub3c4\ub85c \uc778\ud574, NISQ \uc2dc\ub300\uc758 \uc54c\uace0\ub9ac\uc998\uc740 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc2e4\uc9c8\uc801\uc778 ROI\ub97c \uc81c\uacf5\ud558\uc9c0 \ubabb\ud55c\ub2e4. \uc801\uc5b4\ub3c4 \ub514\uc9c0\ud138 \ucef4\ud4e8\ud305\uc758 \uacbd\uc6b0, \ub178\uc774\uc988\ub97c \ub300\ud3ed \uc904\uc774\uace0 \ud68c\ub85c\uc758 \uae4a\uc774\ub97c \uc99d\uac00\uc2dc\ud0a4\uae30 \uc704\ud574 \uc624\ub958 \uc218\uc815 \ucf54\ub4dc\ub97c \uad6c\ud604\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc774\ub2e4.<\/p>\n <\/p>\n \uc624\ub298\ub0a0\uc758 \uc591\uc790 \ucef4\ud4e8\ud130\ub294 \uae30\uc874 \ucef4\ud4e8\ud130\uc5d0 \ube44\ud574\uc11c \uc18d\ub3c4\uac00 \ub290\ub9ac\uae30 \ub54c\ubb38\uc5d0, \uc18d\ub3c4 \uc5ed\uc2dc \uac1c\uc120\uc774 \ud544\uc694\ud55c \ubcc0\uc218\uc774\ub2e4. \uc5ec\ub7ec \uc591\uc790 \ucef4\ud4e8\ud305 \ubc29\uc2dd \uac04\uc5d0\ub3c4 \uc11c\ub85c \ud070 \ucc28\uc774\uac00 \uc788\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud604\uc7ac \uc800\uc628 \uc6d0\uc790 \uc2dc\uc2a4\ud15c\uc758 \ucd5c\uace0 \uc131\ub2a5 \uc218\uc900\uc740 \ud0ac\ub85c\ud5e4\ub974\uce20(kHz) \ubc94\uc704\uc5d0 \uba38\ubb3c\ub7ec \uc788\uc9c0\ub9cc, \ucd08\uc804\ub3c4 \ud050\ube44\ud2b8\ub294 \uba54\uac00\ud5e4\ub974\uce20(MHz) \ubc94\uc704\uc758 \ud074\ub7ed \uc18d\ub3c4\uc5d0 \ub3c4\ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4. \uc791\ub3d9 \uc18d\ub3c4\uac00 \ub290\ub9ac\uba74 \uc2e4\uc81c \uc751\uc6a9\uc5d0 \ub192\uc740 \uc81c\uc57d\uc774 \ub530\ub978\ub2e4. \uc1fc\uc5b4 \uc54c\uace0\ub9ac\uc998\uc758 \uc544\ud0a4\ud14d\ucc98 \uae30\ubc18 \uc2e4\ud589 \uc2dc\uac04\uc5d0 \ub300\ud55c 2006\ub144 \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74, 576\ube44\ud2b8 \uc218\uce58\ub97c \ud55c \ub2ec \uc548\uc5d0 \uc778\uc218\ubd84\ud574 \ud558\ub824\uba74 4kHz\uc758 \ud074\ub7ed \uc18d\ub3c4\uac00 \ud544\uc694\ud55c \ubc18\uba74, 1MHz\uc758 \ud074\ub7ed \uc18d\ub3c4\uc5d0\uc11c\ub294 \uc57d 3\uc2dc\uac04 \ub9cc\uc5d0 \uc791\uc5c5\uc744 \uc644\ub8cc\ud560 \uc218 \uc788\ub2e4. \uae30\uc874 \ubc29\uc2dd\uc5d0 \ube44\ud574 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \uc6d4\ub4f1\ud55c \uc54c\uace0\ub9ac\uc998\uc774 \ub4f1\uc7a5\ud568\uc5d0 \ub530\ub77c, \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \ud074\ub7ed \uc18d\ub3c4\uc758 \uc81c\uc57d\uc740 \uc904\uc5b4\ub4e4 \uac83\uc73c\ub85c \uc804\ub9dd\ub41c\ub2e4.<\/p>\n <\/p>\n \uc591\uc790 \ucef4\ud4e8\ud130\uc5d0 \ub370\uc774\ud130\ub97c \ub85c\ub529\ud558\ub294 \uacfc\uc815\uc740 \uc8fc\ub41c \ubcd1\ubaa9 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc810 \uc911 \ud558\ub098\uc774\ub2e4. \uc5f0\uc0b0 \ubb38\uc81c \ud574\uacb0\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc815\ubcf4\ub97c \ucef4\ud4e8\ud130\uc758 \ube44\ud2b8\ub85c \uc778\ucf54\ub529\ud558\ub294 \uac83\uc5d0\uc11c\ubd80\ud130 \uc2dc\uc791\ub41c\ub2e4. \ubb38\uc81c\ub294 \ud050\ube44\ud2b8\uac00 \ubd80\uc871\ud55c \ub370\uc5d0 \uc788\ub2e4. \uc2a4\ub9c8\ud2b8 \uc54c\uace0\ub9ac\uc998\uc740 \ucd5c\uc18c\ud55c\uc758 \uc694\uad6c\uc0ac\ud56d\uc73c\ub85c \ucef4\ud4e8\ud130\uc5d0 \ub370\uc774\ud130\ub97c \ubc30\uce58\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc591\uc790 \ucef4\ud4e8\ud130\uac00 \uae30\uc874 \ucef4\ud4e8\ud130\uc758 \ud14c\ub77c\ubc14\uc774\ud2b8\uae09 \ucc98\ub9ac \ub2a5\ub825\uacfc \uacbd\uc7c1\ud558\uae30\uc5d0\ub294 \uc5ed\ubd80\uc871\uc774\ub2e4. \uc774\ub7ec\ud55c \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud55c \ub300\uc548\uc73c\ub85c\ub294 \uace0\uc804\uc801\uc778 \ub370\uc774\ud130 \ub85c\ub529 \uacfc\uc815\uc744 \ud53c\ud558\uace0, \uc774\uc804 \uc5f0\uc0b0 \ub610\ub294 \uc591\uc790 \uc13c\uc11c\uc5d0\uc11c \ub3c4\ucd9c\ub41c \ub370\uc774\ud130 \ub4f1\uc744 \uc774\uc6a9\ud574 \uc6d0\ub798\uc758 \uc591\uc790 \uc0c1\ud0dc\uc5d0\uc11c \uc9c1\uc811 \uacc4\uc0b0\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc774 \uc788\ub2e4.<\/p>\n <\/p>\n \uba40\ub9ac \ub5a8\uc5b4\uc9c4 \ud050\ube44\ud2b8 \uc0ac\uc774\uc5d0 \uac8c\uc774\ud2b8\ub97c \uc801\uc6a9\ud558\ub294 \ub2a5\ub825\uc73c\ub85c \uc815\uc758\ub418\ub294 \uc5f0\uacb0\uc131\uc740 \uc591\uc790 \uc54c\uace0\ub9ac\uc998\uc758 \uc18d\ub3c4\uc640 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud558\ub2e4. \uc774\ub294 \uc591\uc790 \uc544\ud0a4\ud14d\ucc98\uac00 \ud6a8\uc728\uc801\uc73c\ub85c \uc5d0\ub7ec \uc218\uc815 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud55c\ub2e4. \uc774\uc628 \ud3ec\uc9d1 \ubc0f \uc911\uc131 \uc6d0\uc790\uc640 \uac19\uc740 \uc77c\ubd80 \uc591\uc790 \uae30\uc220\uc740 \uc774\ubbf8 \ubcf8\uc9c8\uc801\uc73c\ub85c \ub192\uc740 \uc5f0\uacb0\uc131\uc758 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\ub2e4. \uadf8\ub7ec\ub098 \ucd08\uc804\ub3c4 \ubc0f \uc2e4\ub9ac\ucf58 \ud050\ube44\ud2b8\uc640 \uac19\uc740 \ub300\uccb4 \uae30\uc220\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc778\uc811 \ud050\ube44\ud2b8\uc640 \uc5f0\uacb0\ub418\ub294 \uadfc\uc811 \uc5f0\uacb0\ub85c \uc81c\ud55c\ub418\uc5b4 \uc788\uc5b4, \ub9e4 \ub2e8\uacc4\ub9c8\ub2e4 \ud68c\ub85c \uc8fc\ubcc0\uc73c\ub85c \ud050\ube44\ud2b8\ub97c \uc774\ub3d9\uc2dc\ucf1c\uc57c \ud558\ub294 \uc5f0\uc0b0 \uc624\ubc84\ud5e4\ub4dc\uac00 \ubc1c\uc0dd\ud55c\ub2e4.<\/p>\n <\/p>\n \uc7ac\ubb34 \ud3c9\uac00\uc758 \ucd08\uc810\uc740 \uc7a5\uae30\uc801\uc778 \uc218\uc775 \uae30\ub300\uc5d0\uc11c \ub2e8\uae30\uc801\uc778 ROI\ub85c \uc804\ud658\ub420 \uac83\uc774\ub2e4. \uae30\uc874 \ucef4\ud4e8\ud305\uc740 \uc2dc\uac04\ub2f9 0.05\ub2ec\ub7ec\uc778\ub370 \ube44\ud574 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \uacbd\uc6b0 \uc2dc\uac04\ub2f9 1,000~5,000\ub2ec\ub7ec\ub85c, \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uae30\uc874 \ucef4\ud4e8\ud305\ubcf4\ub2e4 \uc2dc\uac04\ub2f9 \uc2ed\ub9cc \ubc30\ub098 \ub192\uc740 \ube44\uc6a9\uc744 \ud544\uc694\ub85c \ud55c\ub2e4. \uadf8\ub7ec\ub098 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uaddc\ubaa8\uac00 \ucee4\uc9c0\uba74\uc11c \uc774 \uaca9\ucc28\ub294 \uc810\ucc28 \uc904\uc5b4\ub4e4 \uac83\uc73c\ub85c \uc608\uc0c1\ub41c\ub2e4. \uc774\uc640 \uac19\uc740 \ube44\uad50\uac00 \uacb0\uacfc\ubb3c\uc758 \uc9c8\uc801 \ucc28\uc774\uae4c\uc9c0 \ubc18\uc601\ud558\uace0 \uc788\uc9c0\ub294 \uc54a\uc9c0\ub9cc, \ubc18\ub300\ub85c \ubaa8\ub4e0 \uc591\uc790 \ucef4\ud4e8\ud305 \ud65c\uc6a9 \uc0ac\ub840\uac00 \ud22c\uc790 \ube44\uc6a9\uc744 \uc815\ub2f9\ud654\ud560 \ub9cc\ud07c \ucda9\ubd84\ud55c \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\ub294 \uac83\uc740 \uc544\ub2c8\ub77c\ub294 \uc810\uc744 \ub73b\ud558\uae30\ub3c4 \ud55c\ub2e4. \ub610\ud55c, \uae30\uc5c5 \uad6c\ub9e4\uc790\ub294 \uc77c\ubc18\uc801\uc73c\ub85c 1\ub144\uc758 \uc190\uc775\ubd84\uae30\uc810\uc744 \ubaa9\ud45c\ub85c \ud558\uc9c0\ub9cc, \uacbd\uc6b0\uc5d0 \ub530\ub77c 3~5\ub144\uc758 \uc190\uc775\ubd84\uae30\uc810 \ubaa9\ud45c\ub97c \ud5c8\uc6a9\ud574\uc57c \ud558\ub294 \uacbd\uc6b0\ub3c4 \uc788\ub2e4. \uc774\ub7ec\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uac00\uc7a5 \uc120\ud638\ub418\ub294 \uc591\uc790 \uae30\uc220 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ube60\ub978 ROI\uac00 \ubcf4\uc7a5\ub418\ub294 \uacbd\uc6b0\uac00 \ub420 \uac83\uc774\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n 2021\ub144 \uc774\ud6c4 \uc2e4\uc81c\ub85c \ub9ce\uc740 \ubcc0\ud654\uac00 \uc788\uc5c8\uc9c0\ub9cc, \uc544\ub9c8\ub3c4 \uac00\uc7a5 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc810\uc740 \uc804\ubc18\uc801\uc778 \uc804\ub9dd\uc774 \uc548\uc815\ud654\ub418\uace0 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc774\ub2e4. \ud68c\ub85c \uae4a\uc774\uc640 \ucda9\uc2e4\ub3c4 \ub4f1\uc758 \ub2e8\uae30\uc801 \uc591\uc790 \ucef4\ud4e8\ud305\uc758 \uc7a5\uc560\ubb3c\uc774 \uae30\uc220\uacfc \uc2dc\uc7a5\uc758 \uc7a5\uae30\uc801 \ubc1c\uc804\uc744 \uc704\ud611\ud558\ub294 \uc694\uc778\uc740 \uc544\ub2c8\ub2e4. 2021\ub144\uc758 \uacfc\uc81c\uac00 \uc5ec\uc804\ud788 \uc874\uc7ac\ud558\uc9c0\ub9cc, \uc774 \uc5ed\uc2dc \uc810\ucc28 \ud574\uacb0\ub418\uace0 \uc788\ub294 \uacfc\uc815\uc5d0 \uc788\ub2e4. \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \ube44\uc988\ub2c8\uc2a4 \ubb38\uc81c\ub97c \ub354 \ube60\ub974\uac8c, \ub610\ub294 \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud568\uc73c\ub85c\uc368 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ub9c9\ub300\ud55c \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\ub2e4. 2021\ub144\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc624\ub298\ub0a0\uc5d0\ub3c4 \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uc2b9\uc790\ub3c5\uc2dd\uc758 \uae30\uc220\uc774\uae30 \ub54c\ubb38\uc5d0, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ub294 \uacf5\uae09\uc790\uc640\uc758 \ud30c\ud2b8\ub108\uc2ed\uc744 \uac15\ud654\ud558\uace0 \uc790\uccb4 \uae30\uc220\ub825\uc744 \ud655\ubcf4\ud574\uc57c \ud560 \uac83\uc774\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/a><\/p>\n <\/p>\n \ubcf4\uc2a4\ud134\ucee8\uc124\ud305\uadf8\ub8f9(BCG)\uc740 \uc5ec\ub7ec \ub3c4\uc804 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uace0 \ub354 \ud070 \ube44\uc988\ub2c8\uc2a4 \uae30\ud68c\ub97c \uc2e4\ud604\uc2dc\ud0a4\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uae30\uc5c5 \ubc0f \uc0ac\ud68c \ub9ac\ub354\ub4e4\uacfc \ud611\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. BCG\ub294 1963\ub144 \uc124\ub9bd \uc774\ub798 \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5\uc758 \uc120\uad6c\uc790\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uba70 \ubaa8\ub4e0 \uc774\ud574\uad00\uacc4\uc790\ub97c \uc774\ub86d\uac8c \ud55c\ub2e4\ub294 \ubaa9\ud45c\ub85c \uace0\uac1d\uacfc \uae34\ubc00\ud55c \ud611\ub825 \uad00\uacc4\ub97c \uc774\uc5b4\uc624\uace0 \uc788\uc2b5\ub2c8\ub2e4. BCG\uac00 \uc81c\uacf5\ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc740 \uc870\uc9c1\uc758 \uc131\uc7a5\uacfc \uc9c0\uc18d\uac00\ub2a5\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uad6c\ucd95\ud558\uba70, \uae0d\uc815\uc801\uc778 \uc0ac\ud68c\uc801 \uc601\ud5a5\ub825\uc744 \ub3c4\ubaa8\ud569\ub2c8\ub2e4.<\/p>\n \ub2e4\uc591\ud55c \uc804\ubb38\uac00\ub4e4\ub85c \uad6c\uc131\ub41c BCG \uae00\ub85c\ubc8c \ud300\uc740 \uc804\ubb38\uc131\uacfc \ud3ed\ub113\uc740 \uc2dc\uac01\uc744 \ubc14\ud0d5\uc73c\ub85c \ud604 \uc0c1\ud0dc\ub97c \ubc14\ub77c\ubcf4\uba70 \ubcc0\ud654\ub97c \ucd94\uc9c4\ud569\ub2c8\ub2e4. BCG\ub294 \ud601\uc2e0\uc801\uc778 \uacbd\uc601 \ucee8\uc124\ud305\uacfc \uae30\uc220 \ubc0f \ub514\uc790\uc778, \uadf8\ub9ac\uace0 \uc0ac\ub0b4 \ub514\uc9c0\ud138 \ubca4\ucc98\ub97c \ud1b5\ud574 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uba70, \uace0\uac1d\uc758 \uc131\uacf5\uacfc \ub354 \ub098\uc740 \uc138\uc0c1\uc744 \ub9cc\ub4e4\uae30 \uc704\ud55c BCG\uc758 \ubaa9\ud45c\ub97c \uae30\ubc18\uc73c\ub85c \uace0\uac1d \uc870\uc9c1\uc758 \uc804 \ub808\ubca8\uc5d0\uc11c \uc720\ub2c8\ud06c\ud55c \ud611\ub825 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ucee8\uc124\ud305\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n BCG \ucf54\ub9ac\uc544\ub294 1994\ub144 \ud55c\uad6d\uc5d0 \uc9c4\ucd9c, \uc11c\uc6b8 \uc624\ud53c\uc2a4\ub97c \uc624\ud508\ud558\uba70 \ucee8\uc124\ud305 \ube44\uc988\ub2c8\uc2a4\ub97c \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. 2024\ub144 \ud55c\uad6d \uc9c4\ucd9c 30\uc8fc\ub144\uc744 \ub9de\uc740 BCG \ucf54\ub9ac\uc544\ub294 \uc57d 350\uba85\uc758 \ub6f0\uc5b4\ub09c \ucee8\uc124\ud305 \uc778\ub825\uc744 \uae30\ubc18\uc73c\ub85c \ub9e4\ub144 20% \uc774\uc0c1\uc758 \uc131\uc7a5\ub960\uc744 \ub2ec\uc131\ud574\uc624\uace0 \uc788\uc73c\uba70, \uad6d\ub0b4 \uc8fc\uc694 \ub300\uae30\uc5c5, \ub2e4\uad6d\uc801 \uae30\uc5c5, \ub2e4\uc591\ud55c \uc815\ubd80 \ubc0f \uacf5\uacf5\uae30\uad00 \ub4f1\uacfc \uacac\uace0\ud55c \ud30c\ud2b8\ub108\uc2ed\uc744 \ubc14\ud0d5\uc73c\ub85c \uae30\uc5c5 \ubc0f \uc870\uc9c1\uc758 \uc131\uc7a5\ubfd0 \uc544\ub2c8\ub77c \uace0\uac1d\uc758 \uc131\uc7a5\uc744 \uae30\ubc18\uc73c\ub85c \uc6b0\ub9ac\ub098\ub77c \uacbd\uc81c \ubc1c\uc804\uc5d0\ub3c4 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n BCG \ucf54\ub9ac\uc544\ub294 IT \ubc0f \ub514\uc9c0\ud138 \uc804\ubb38 \uc870\uc9c1\uc744 \ubc14\ud0d5\uc73c\ub85c IT, \ub514\uc9c0\ud138, \uc0dd\uc131\ud615 AI \uad00\ub828 \uc804\ub7b5 \uc218\ub9bd\uacfc \uae30\uc5c5 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \ucd5c\uadfc \uae30\uc5c5\uc758 \ub514\uc9c0\ud138 \ud601\uc2e0, \ube44\uc6a9 \ud6a8\uc728\uc131 \uac1c\uc120, IT \uc544\ud0a4\ud14d\ucc98 \uace0\ub3c4\ud654 \uc11c\ube44\uc2a4\ub97c \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n \ud48d\ubd80\ud55c \uae00\ub85c\ubc8c \uc790\uc6d0\uacfc \uc11c\uc6b8 \uc624\ud53c\uc2a4\uc758 \uac01 \ubd84\uc57c\uc758 \uc804\ubb38 \uc778\ub825\uc73c\ub85c \ubb34\uc7a5\ud55c BCG \ucf54\ub9ac\uc544\ub294 \uba85\uc2e4\uacf5\ud788 \uc6b0\ub9ac\ub098\ub77c \ucd5c\uace0\uc758 \ub9e4\ub2c8\uc9c0\uba3c\ud2b8 \ucee8\uc124\ud305 \ud68c\uc0ac\ub85c \uac70\ub4ed\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/a><\/a><\/p>\n","protected":false},"excerpt":{"rendered":" \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \ud604\uc7ac\uc758 \uae30\uc220\uc801 \ud55c\uacc4\uc640 \uacbd\uc7c1\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc9c0\uc18d\uc801\uc778 \uae30\uc220 \ubc1c\uc804\uacfc \uacf5\uacf5 \ubc0f \ubbfc\uac04\uc758 \uc801\uadf9\uc801\uc778 \ud22c\uc790\ub85c \uc778\ud574 2040\ub144\uae4c\uc9c0 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc0c1\ub2f9\ud55c \uacbd\uc81c\uc801 \uac00\uce58\ub97c \ucc3d\ucd9c\ud560 \uac83\uc774\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":9104,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[24,244],"tags":[],"class_list":{"0":"post-9097","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-bcgx_digital_ai","8":"category-innovation"},"_links":{"self":[{"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/posts\/9097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/comments?post=9097"}],"version-history":[{"count":4,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/posts\/9097\/revisions"}],"predecessor-version":[{"id":9109,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/posts\/9097\/revisions\/9109"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/media\/9104"}],"wp:attachment":[{"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/media?parent=9097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/categories?post=9097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bcgblog.kr\/wp-json\/wp\/v2\/tags?post=9097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\uc591\uc790 \ucef4\ud4e8\ud305\uc758 \ud604\uc7ac\uc640 \uadf8 \uc7a0\uc7ac\uc131<\/strong><\/h3>\n
NISQ <\/strong>\uc2dc\ub300\uc758 \uac00\uce58 \ucc3d\ucd9c \uacfc\uc81c<\/strong><\/h3>\n
\n
[1] \ucd5c\uc801\ud654<\/strong><\/h4>\n
[2] \ub09c\uc81c<\/strong><\/h4>\n
[3] \uc0c8\ub85c\uc6b4 \ud65c\uc6a9<\/strong><\/h4>\n
\ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758 \ud55c\uacc4<\/strong><\/h3>\n
\uacf5\uae09\uc5c5\uccb4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/strong><\/h3>\n
\uc624\ub958 \uc218\uc815\uc744 \ud1b5\ud55c \ubc1c\uc804 \uac00\uc18d\ud654<\/strong><\/h3>\n
\uae30\uc5c5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/strong><\/h3>\n
\n
\ucd08\uc810\uc758 \uc804\ud658<\/strong><\/h3>\n
<\/h4>\n
[1] \ub178\uc774\uc988<\/strong><\/h4>\n
[2] \ud074\ub7ed \uc18d\ub3c4<\/strong><\/h4>\n
[3] \ub370\uc774\ud130 \ub85c\ub529<\/strong><\/h4>\n
[4] \uc5f0\uacb0\uc131 \ubc0f \ucef4\ud4e8\ud130 \uc131\ub2a5<\/strong><\/h4>\n
[5] ROI\ub85c\uc758 \uc804\ud658<\/strong><\/h4>\n
\ub354 \ub9ce\uc740 \ubcc0\ud654<\/strong><\/h3>\n
\n\ubcf4\uc2a4\ud134\ucee8\uc124\ud305\uadf8\ub8f9(<\/strong><\/span>BCG) \ucf54\ub9ac\uc544 \ub514\uc9c0\ud138 \ubd80\ubb38 \uc804\ubb38\uac00 \uc18c\uac1c<\/strong><\/span><\/h4>\n
\ubcf4\uc2a4\ud134\ucee8\uc124\ud305\uadf8\ub8f9(Boston Consulting Group) \ubc0f BCG \ucf54\ub9ac\uc544<\/strong><\/span><\/h4>\n